Hip Surgery Videos

Unlocking the Silent Language of Surgery: Visual Question Answering for Hip Surgery Videos

This innovative solution utilizes advanced computer vision to provide precise answers to natural language queries, enabling users to efficiently extract key information from surgical videos

What we are assisting the medical community with?

Imagine a surgeon wants to learn a specific technique for hip surgery, but the only available resource is a video without audio or poor quality of audio which can further limit comprehension. makes it difficult for surgeons to quickly find specific information within video footage, such as the steps of a particular surgical approach or the function of a specific instrument, as understanding the nuances of the procedure relies heavily on both visual and auditory cues.

Our solution leverages computer vision and natural language processing to bridge this gap. It analyzes the video frame-by-frame, identifying key anatomical structures, surgical instruments, and movements. This visual understanding is then combined with a knowledge base of hip surgery techniques to answer questions about the procedure, such as:

• "What type of implant is being used?"
• "At what stage of the surgery is this?"
• "How is the surgeon securing the bone?"

Problem Solved for a Medical Devices Company

This technology offers several benefits for a medical devices company:

• Enhanced Surgical Training: Surgeons can learn new techniques and refine their skills by analyzing visual demonstrations, regardless of audio availability. This leads to improved surgical outcomes and patient safety.
• Product Development and Research: Analyzing surgical videos can provide valuable insights into how surgeons use medical devices, identifying areas for improvement and informing the design of future products.
• Scalable Training Solution: can be easily scaled to accommodate a large number of users and a growing library of surgical videos.